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blakeelias / pandemic_RL

Reinforcement learning for economically optimal pandemic response.
GNU General Public License v3.0
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Institutional Attention Span #47

Closed blakeelias closed 3 years ago

blakeelias commented 3 years ago

Different time horizons of planning

blakeelias commented 3 years ago

python main.py --num_population 10000 --imported_cases_per_step_range 0.0 --powers 1.0 --action_frequency 1 --horizon 12 --planning_horizon 3 4 6 12 --distr_family poisson --R_0 2.5 --dynamics SIS --policy-optimization --no-policy-comparison --vaccine_schedule sigmoid none

blakeelias commented 3 years ago

image

torizon = 12 planning_horizon = 4 population=5000

R_0=2.5, distr_family=poisson, imported_cases_per_step=0.0, planning_horizon': 4.0, vaccine_schedule=none)/reward=(power=1.0,scale_factor=100,horizon=12)/